Data collection and use

Strengthening the collection and use of data for decision-making and accountability

Purpose

The role of a health information system (HIS) is to enable the use of reliable and timely data by decision makers at all levels of the health system. The HIS is therefore reliant on, and is only as good as, the quality of data collected. High-quality and up-to-date data are necessary for countries to respond quickly to public health crises and ensure the effectiveness of ongoing health service delivery. This includes making information available on vulnerable groups and key populations most affected by health issues, to ensure that services can be effectively tailored to the needs and unique barriers to health access faced by those communities. The strength of the HIS also ensures that when an emergency health situation arises, decision makers are aware of it early and can divert the necessary resources to prevent epidemics.

UNDP’s approach

As Principal Recipient of the Global Fund grants, UNDP is highly committed to improving health data quality, analysis and use to support decision-making within health programmes and systems. UNDP provides capacity development and good practice support during data collection and data management processes. More specifically, UNDP supports ministries of health and other partners at various levels of health information chains in their processes to:

Tools and guidance

Further information on core data components that constitute a health information system (HIS), to inform the entry points for capacity development, can be found in this UNDP guidance note.

UNDP’s technical assistance to strengthen data collection and use for better health outcomes considers the capacities required across the interconnected components of national HISs. This includes the following six components of HISs defined by the World Health Organization (WHO), as detailed in the Framework and Standards for Country Health Information Systems (2012):

  1. Health information system resources. These consist of the legislative, regulatory and planning frameworks required to ensure a fully functioning HIS and the resources that are required for such a system to be functional, such as personnel, financing, and information and communications technology (ICT).
  2. Indicators. A core set of indicators and related targets are the basis for an HIS plan and strategy. Indicators need to encompass determinants of health, health system inputs, outputs, outcomes and health status.

Indicator guidance for Global Fund programmes

For countries implementing HIV, tuberculosis, malaria and health systems strengthening programmes funded by the Global Fund to Fight AIDS, Tuberculosis and Malaria (The Global Fund), the Global Fund asks implementers to select their programme indicators from a core list of indicators. These indicators aim to promote a common understanding of monitoring and evaluation and to reduce the reporting burden for countries. The Global Fund Modular Framework Handbook 2023 – 2025 provides guidance on selecting indicators relevant to agreed programme activities to measure progress on health interventions. For more detailed information on the HIV, tuberculosis, malaria and resilient and sustainable systems for health (RSSH) indicators, please review the indicator guidance sheets (August 2020):

HIV Indicator Guidance Sheet

TB Indicator Guidance Sheet

Malaria Indicator Guidance Sheet

RSSH Indicator Guidance Sheet

Suggested capacity development indicators

  • A national set of indicators to inform annual health sector reviews and other planning cycles
  • Completeness in defining baselines and targets of indicators
  • Measurement methods/tools identified
  • Data quality assessments carried out, using internationally agreed quality criteria

Key Resources

AUTHOR: WHO
Language: English
File Format: Link
This resource is intended to be the universally accepted standard for guiding the collection, reporting and use of health information by all developing countries and global agencies.
AUTHOR: WHO
Language: English
File Format: PDF
AUTHOR: WHO
Language: English
File Format: Link
Permits formal auditing of data quality for priority HIV/AIDS, tuberculosis, and malaria indicators in programmes or projects.
AUTHOR: WHO
Language: English
File Format: Link
A harmonized approach to assessing the quality of data reported, from the health facility and community levels to the national level.
AUTHOR: WHO, GAVI, The Global Fund, JSI, Measure Evaluation
Language: English
File Format: PDF
AUTHOR: Measure Evaluation
Language: English
File Format: Link
AUTHOR: WHO
Language: English
File Format: Link
AUTHOR: WHO
Language: English
File Format: Link
MEASURE Evaluation
AUTHOR: UNDP
Language: English
File Format: Link
The tool provides information on the preparation for and implementation of an assessment of the national HIV monitoring and evaluation (M&E) system.
AUTHOR: UNAIDS
Language: English
File Format: PDF
The tool helps to enhance entire health information and statistical systems, and to concentrate efforts on strengthening country leadership for health information production and use.
AUTHOR: WHO
Language: English
File Format: PDF